Stop Turning Your Cron Jobs Into Agents
The current message from engineering leadership at most companies I talk to is some version of: "find the deterministic automation in your stack and make it agentic." A recent r/devops thread…
Posts tagged “infrastructure”
AI Infrastructure Reality Check: The $100 Billion Reality Gap
Everyone's talking about AI infrastructure like it's the next gold rush. Here's what they're not telling you: most enterprise AI infrastructure projects fail not because of technology limitations,…
Half of Kubernetes Deployments Just Became Technical Debt Overnight
The Kubernetes ecosystem just pulled its biggest rug since Docker changed their licensing. Ingress NGINX is being retired in March 2026, and it powers roughly half of all Kubernetes deployments.…
The Infrastructure Reality Check: Why Current Cloud Platforms Aren't Ready for the AI Revolution (And What Needs to Change)
After spending the last several years architecting AI workloads across AWS, Azure, and GCP, I've come to a sobering conclusion: our current cloud infrastructure was built for yesterday's…
Architecting for AI: A New Cloud Infrastructure Paradigm
The shift toward AI workloads has fundamentally changed how we approach cloud infrastructure design. Traditional architectures, optimized for web applications and microservices, often fall short…
Building Enterprise-Grade ML Infrastructure on Kubernetes
In today's rapidly evolving AI landscape, organizations are increasingly faced with the challenge of building robust, scalable infrastructure to support their machine learning initiatives. While…